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Deep Learning on Hester Davis Scores for Inpatient Fall Prediction

• Authors : Salehinejad, Hojjat; Rojas, Ricky; Iheasirim, Kingsley

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence

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머신러닝을 이용한 한국 지역사회 거주 노인의 낙상 예측 모형 구축: 2차 분석 연구.

• Authors : 서민희¹ ; 정혜실¹; 김주리¹

• Source: Journal of Korean Biological Nursing Science. Nov2024, Vol. 26 Issue 4, p288-299. 12p.

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Fall Prediction for Bipedal Robots: The Standing Phase

• Authors : Mungai, M. Eva; Prabhakaran, Gokul; Grizzle, Jessy W.

Subjects: Computer Science - Robotics

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Fall prediction system including a beacon and method of using same

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Standing balance test for fall prediction in older adults: a 6-month longitudinal study

• Authors : Daniela Cristina Carvalho de Abreu; Anne Caroline Lima Bandeira; Paola Errera Magnani

Subjects: Aging; Body sway; Center of pressure

• Source: BMC Geriatrics, Vol 24, Iss 1, Pp 1-9 (2024)

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Time-Critical Fall Prediction Based on Lipschitz Data Analysis and Design of a Reconfigurable Walker for Preventing Fall Injuries

• Authors : Emily A. Kamienski; Paolo Bonato; H. Harry Asada

Subjects: Fall prediction; machine learning; mobility aid

• Source: IEEE Access, Vol 12, Pp 1822-1838 (2024)

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Myoelectric signal and machine learning computing in gait pattern recognition for flat fall prediction

• Authors : Shuo Zhang; Biao Chen; Chaoyang Chen

Subjects: Myoelectrical signal (EMG); Machine learning; Deep learning

• Source: Medicine in Novel Technology and Devices, Vol 25, Iss , Pp 100341- (2025)

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Fall prediction in a quiet standing balance test via machine learning: Is it possible?

• Authors : Pennone, Juliana^1,2 (AUTHOR) ; Aguero, Natasha Fioretto³ (AUTHOR); Martini, Daniel Marczuk³ (AUTHOR)

Subjects: *EQUILIBRIUM testing; *FISHER discriminant analysis; *MACHINE learning

• Source: PLoS ONE. 4/16/2024, Vol. 19 Issue 4, p1-11. 11p.

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Development of Fall Prediction Model for Older Adults Based on Multi-faceted Data

• Authors : Yun-Hee Kim, Principal Investigator

• Source: Development of Fall Prediction Model for Older Adults by Analysis of Walking Patterns Based on Multi-faceted Biosignal Data

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In-hospital fall prediction using machine learning algorithms and the Morse fall scale in patients with acute stroke: a nested case-control study.

• Authors : Choi, Jun Hwa^1,2 (AUTHOR); Choi, Eun Suk^1,3 (AUTHOR) ; Park, Dougho^4,5 (AUTHOR)

• Source: BMC Medical Informatics & Decision Making. 11/1/2023, Vol. 23 Issue 1, p1-9. 9p.

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